File size: 4,469 Bytes
4a1cdf7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 |
{
"L1s": {
"train": {
"RMSE": 648.6379581390165,
"MAPE": 5.740425044367592,
"R2": 0.9188923765901771,
"Pearson": 0.9626620163550389,
"Spearman": 0.8138790769470962
},
"validation": {
"RMSE": 1342.6798936223477,
"MAPE": 10.318514594815674,
"R2": 0.5752035893888282,
"Pearson": 0.788707252910758,
"Spearman": 0.518849155085347
},
"test": {
"RMSE": 1263.1493201355793,
"MAPE": 8.92174127608019,
"R2": 0.6263695882159053,
"Pearson": 0.795047525631001,
"Spearman": 0.584548769793463
}
},
"L1": {
"train": {
"RMSE": 1051.9363063786473,
"MAPE": 12.858637551989302,
"R2": 0.7382328196629484,
"Pearson": 0.8903768081022918,
"Spearman": 0.8139383605952637
},
"validation": {
"RMSE": 1097.2818434830167,
"MAPE": 16.144991612258856,
"R2": 0.650580525621202,
"Pearson": 0.8084575543687371,
"Spearman": 0.799515230570561
},
"test": {
"RMSE": 952.4402321267181,
"MAPE": 12.79204950456715,
"R2": 0.733361439019586,
"Pearson": 0.8754890675320155,
"Spearman": 0.8132820803819889
}
},
"L2s": {
"train": {
"RMSE": 15973167.412803523,
"MAPE": 404240.4104850887,
"R2": 0.6346335808365687,
"Pearson": 0.8609124922175297,
"Spearman": 0.38629937090134236
},
"validation": {
"RMSE": 15127439.810985463,
"MAPE": 1023549.04587263,
"R2": 0.5833107833625075,
"Pearson": 0.7655777488724014,
"Spearman": 0.18643119589516943
},
"test": {
"RMSE": 16417308.278594252,
"MAPE": 218473.15571553996,
"R2": 0.43886162305123766,
"Pearson": 0.6642245709625902,
"Spearman": 0.24505230347398083
}
},
"L2": {
"train": {
"RMSE": 14304702.371073429,
"MAPE": 687735.2078900049,
"R2": 0.698130345462177,
"Pearson": 0.8754033187888888,
"Spearman": 0.6749949890725563
},
"validation": {
"RMSE": 14475575.19314163,
"MAPE": 857694.5276531887,
"R2": 0.6117790926421797,
"Pearson": 0.7853934011415258,
"Spearman": 0.6500307404514272
},
"test": {
"RMSE": 12562831.004559165,
"MAPE": 450977.7488828253,
"R2": 0.6618918401447639,
"Pearson": 0.8191677632435597,
"Spearman": 0.6876305892856285
}
},
"Lpls": {
"train": {
"RMSE": 0.1338721254765919,
"MAPE": 3.3642792085373254,
"R2": 0.9064072533815888,
"Pearson": 0.9542205817035693,
"Spearman": 0.9101680724387156
},
"validation": {
"RMSE": 0.2883773273530381,
"MAPE": 7.283295065323348,
"R2": 0.5354968616512316,
"Pearson": 0.7330468293575098,
"Spearman": 0.5862256509031447
},
"test": {
"RMSE": 0.2732311547849733,
"MAPE": 5.05219639184148,
"R2": 0.6091566618067941,
"Pearson": 0.7873997582615726,
"Spearman": 0.6849699238397082
}
},
"Lpl": {
"train": {
"RMSE": 0.11890949586748689,
"MAPE": 3.9714572133838515,
"R2": 0.8624301497872893,
"Pearson": 0.929739276437212,
"Spearman": 0.8886402235210253
},
"validation": {
"RMSE": 0.15969755376106415,
"MAPE": 5.875679146765963,
"R2": 0.7409414464546296,
"Pearson": 0.860834421682225,
"Spearman": 0.8387116658619115
},
"test": {
"RMSE": 0.15193751196167646,
"MAPE": 4.551008676939928,
"R2": 0.7761580157161241,
"Pearson": 0.8812683797116061,
"Spearman": 0.8518075257325992
}
}
} |